Radiology Unit, Akçakoca State Hospital, Akçakoca, Düzce, Turkey.
Department of Radiology, Ankara University, School of Medicine, Ankara, Turkey.
Diagn Interv Radiol. 2022 Sep;28(5):403-409. doi: 10.5152/dir.2022.201112.
PURPOSE This study aimed to retrospectively evaluate the apparent diffusion coefficient (ADC) histograms in predicting chemoradiotherapy (CRT) response in patients with locally advanced rectal cancer (LARC). METHODS A total of 51 patients who underwent surgery in our institution for rectal cancer following neoadjuvant CRT between November 2013 and July 2019 were enrolled. Conventional magnetic resonance (MR) and diffusion-weighted images obtained before and after CRT were evaluated retrospectively. All tumor-containing regions of interests were drawn in 3 selected axial images, and special software for histogram analysis was used to evaluate ADC distribution. ADC cutoff values from post-CRT ADC histogram were calculated from receiver operating characteristic (ROC) analysis for evaluating CRT response. RESULTS In histopathological analysis, 5 patients (9.8%) had minimal response (group 1), 31 patients (60.8%) had partial response (group 2), and 15 patients (29.4%) had complete or almost complete response (group 3). In the ADC histogram, minimum, maximum, 10th, 25th, 50th, 75th, and 90th percentile, mean ADC values, and skewness values of groups 2 and 3 showed significant changes before and after CRT, but no difference was found within group 1 values. The mean, 25th, 50th, 75th percent ADC values after CRT and skewness, and kurtosis values were significantly different between group 1 and group 3. Skewness value from the ADC histogram in postCRT magnetic resonance imaging had the best diagnostic performance with an area under the ROC curve of 0.851 (P =.003) for detecting group 3. The skewness cutoff calculated from the ROC analysis was 0.210 for evaluating CRT response. The sensitivity and specificity of the cut-off value were 100% and 61.4%, respectively. CONCLUSION The ADC histogram analysis seems to have potential application in predicting response to neoadjuvant CRT in patients with locally advanced rectal cancer.
本研究旨在回顾性评估表观扩散系数(ADC)直方图在预测局部晚期直肠癌(LARC)患者放化疗(CRT)反应中的作用。
回顾性分析 2013 年 11 月至 2019 年 7 月在我院接受新辅助 CRT 后手术治疗的 51 例直肠癌患者。评估所有患者治疗前后的常规磁共振(MR)和弥散加权成像。在 3 个选定的轴位图像上绘制所有包含肿瘤的感兴趣区,并使用专用的直方图分析软件评估 ADC 分布。通过接受者操作特征(ROC)分析计算 CRT 后 ADC 直方图的 ADC 截断值,以评估 CRT 反应。
组织病理学分析显示,5 例(9.8%)患者为最小反应(组 1),31 例(60.8%)患者为部分反应(组 2),15 例(29.4%)患者为完全或几乎完全反应(组 3)。在 ADC 直方图中,组 2 和 3 的最小、最大、第 10 百分位、第 25 百分位、第 50 百分位、第 75 百分位和第 90 百分位、平均 ADC 值和偏度值在 CRT 前后均有显著变化,但组 1 内值无差异。组 1 和组 3 之间,CRT 后平均 ADC 值、第 25 百分位、第 50 百分位、第 75 百分位 ADC 值以及偏度和峰度值差异均有统计学意义。CRT 后磁共振成像 ADC 直方图的偏度值对诊断组 3 的曲线下面积(AUC)最大,为 0.851(P=.003)。从 ROC 分析中计算得出的偏度截断值为 0.210,用于评估 CRT 反应。该截断值的灵敏度和特异性分别为 100%和 61.4%。
ADC 直方图分析似乎在预测局部晚期直肠癌患者新辅助 CRT 反应方面具有潜在的应用价值。